Skill audit report
带 AI 精读大型开源仓库,产出每句话都能回溯到源码具体行的书稿、课程或技术文档。核心是零幻觉:每一处引用逐字节核实、行号实读、静默删行由脚本抓出。覆盖锁版本锚点、写逐章大纲、八段结构写章节、编成带封面封底的 HTML 书、机器校验、并行子 Agent 生产六件事。当用户要读懂一个陌生的大型仓库、精读某个开源项目源码、把源码整理成一本书、整理成课程或系列文章、做源码解读、写架构分析、或者要派多个 Agent 并行写技术内容时使用。触发词:精读源码、读源码、源码解读、源码分析、拆解这个项目、这个仓库怎么读、把源码写成课、把源码写成书、写源码精读、架构分析、code walkthrough、带我读代码。
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
133 GitHub stars
Stars/forks activity
WARN57
133 stars, 11 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
19d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO62
command execution surface, external package install surface
Install availability
PASS92
npx skills add itshen/source-reading-methodology --skill source-reading
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO62
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/itshen/source-reading-methodology/blob/main/SKILL.md
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add itshen/source-reading-methodology --skill source-reading
Repository
88
https://github.com/itshen/source-reading-methodology/blob/main/SKILL.md
License
86
MIT
Maintenance
100
19d since push
AI review
55
No critical security risks identified. The skill only instructs the agent to read source code, run local scripts (e.g., build_book.py, style_scan.py) that are part of the repository, and use standard tools like git and ripgrep. No dangerous commands, secret access, or exfiltration vectors are present.
README/SKILL.md completeness
86
Usable description available
Dependency risk
62
command execution surface, external package install surface
Install command safety
92
standard package or runtime install path
Permission surface
62
shell or command execution, filesystem or document access
Stars/forks activity
57
133 stars, 11 forks; issue activity unavailable in current metadata
Adoption
68
133 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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